Finite Time Analysis of Constrained Natural Critic-Actor Algorithm with Improved Sample Complexity

Prashansa Panda, Shalabh Bhatnagar

Recent studies have increasingly focused on non-asymptotic convergence analyses for actor-critic (AC) algorithms. One such effort introduced a two-timescale critic-actor algorithm…